Overview

Dataset statistics

Number of variables42
Number of observations24457
Missing cells199455
Missing cells (%)19.4%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.4 MiB
Average record size in memory445.2 B

Variable types

NUM19
CAT13
BOOL9
UNSUPPORTED1

Reproduction

Analysis started2020-05-25 21:38:08.427810
Analysis finished2020-05-25 21:39:20.152327
Duration1 minute and 11.72 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

CountryName has a high cardinality: 168 distinct values High cardinality
CountryCode has a high cardinality: 168 distinct values High cardinality
C3_Cancel public events is highly correlated with C1_School closing and 8 other fieldsHigh correlation
C1_School closing is highly correlated with C3_Cancel public events and 8 other fieldsHigh correlation
ConfirmedDeaths is highly correlated with ConfirmedCasesHigh correlation
ConfirmedCases is highly correlated with ConfirmedDeathsHigh correlation
StringencyIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
StringencyIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
StringencyLegacyIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
StringencyLegacyIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
GovernmentResponseIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
GovernmentResponseIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
ContainmentHealthIndex is highly correlated with C1_School closing and 8 other fieldsHigh correlation
ContainmentHealthIndexForDisplay is highly correlated with C1_School closing and 8 other fieldsHigh correlation
EconomicSupportIndex is highly correlated with E2_Debt/contract relief and 1 other fieldsHigh correlation
E2_Debt/contract relief is highly correlated with EconomicSupportIndex and 1 other fieldsHigh correlation
EconomicSupportIndexForDisplay is highly correlated with E2_Debt/contract relief and 1 other fieldsHigh correlation
C1_School closing has 895 (3.7%) missing values Missing
C1_Flag has 13211 (54.0%) missing values Missing
C2_Workplace closing has 1055 (4.3%) missing values Missing
C2_Flag has 14838 (60.7%) missing values Missing
C3_Cancel public events has 1031 (4.2%) missing values Missing
C3_Flag has 13115 (53.6%) missing values Missing
C4_Restrictions on gatherings has 1022 (4.2%) missing values Missing
C4_Flag has 14557 (59.5%) missing values Missing
C5_Close public transport has 1004 (4.1%) missing values Missing
C5_Flag has 17221 (70.4%) missing values Missing
C6_Stay at home requirements has 1024 (4.2%) missing values Missing
C6_Flag has 15710 (64.2%) missing values Missing
C7_Restrictions on internal movement has 1049 (4.3%) missing values Missing
C7_Flag has 15254 (62.4%) missing values Missing
C8_International travel controls has 999 (4.1%) missing values Missing
E1_Income support has 1100 (4.5%) missing values Missing
E1_Flag has 18902 (77.3%) missing values Missing
E2_Debt/contract relief has 1072 (4.4%) missing values Missing
E3_Fiscal measures has 1261 (5.2%) missing values Missing
E4_International support has 1398 (5.7%) missing values Missing
H1_Public information campaigns has 1064 (4.4%) missing values Missing
H1_Flag has 8918 (36.5%) missing values Missing
H2_Testing policy has 1199 (4.9%) missing values Missing
H3_Contact tracing has 1167 (4.8%) missing values Missing
H4_Emergency investment in healthcare has 1541 (6.3%) missing values Missing
H5_Investment in vaccines has 1360 (5.6%) missing values Missing
M1_Wildcard has 24457 (100.0%) missing values Missing
ConfirmedCases has 8165 (33.4%) missing values Missing
ConfirmedDeaths has 8165 (33.4%) missing values Missing
StringencyIndex has 1108 (4.5%) missing values Missing
StringencyIndexForDisplay has 354 (1.4%) missing values Missing
StringencyLegacyIndex has 1096 (4.5%) missing values Missing
StringencyLegacyIndexForDisplay has 342 (1.4%) missing values Missing
GovernmentResponseIndex has 1205 (4.9%) missing values Missing
GovernmentResponseIndexForDisplay has 450 (1.8%) missing values Missing
ContainmentHealthIndex has 1191 (4.9%) missing values Missing
ContainmentHealthIndexForDisplay has 437 (1.8%) missing values Missing
EconomicSupportIndex has 1134 (4.6%) missing values Missing
EconomicSupportIndexForDisplay has 384 (1.6%) missing values Missing
E3_Fiscal measures is highly skewed (γ1 = 76.47738144) Skewed
E4_International support is highly skewed (γ1 = 151.8505199) Skewed
H4_Emergency investment in healthcare is highly skewed (γ1 = 111.3212013) Skewed
H5_Investment in vaccines is highly skewed (γ1 = 69.63671529) Skewed
CountryName is uniformly distributed Uniform
CountryCode is uniformly distributed Uniform
M1_Wildcard is an unsupported type, check if it needs cleaning or further analysis Unsupported
C4_Restrictions on gatherings has 13535 (55.3%) zeros Zeros
C8_International travel controls has 8937 (36.5%) zeros Zeros
E3_Fiscal measures has 22789 (93.2%) zeros Zeros
E4_International support has 23008 (94.1%) zeros Zeros
H4_Emergency investment in healthcare has 22556 (92.2%) zeros Zeros
H5_Investment in vaccines has 22994 (94.0%) zeros Zeros
ConfirmedCases has 2772 (11.3%) zeros Zeros
ConfirmedDeaths has 6544 (26.8%) zeros Zeros
StringencyIndex has 6784 (27.7%) zeros Zeros
StringencyIndexForDisplay has 6784 (27.7%) zeros Zeros
StringencyLegacyIndex has 6784 (27.7%) zeros Zeros
StringencyLegacyIndexForDisplay has 6784 (27.7%) zeros Zeros
GovernmentResponseIndex has 6150 (25.1%) zeros Zeros
GovernmentResponseIndexForDisplay has 6150 (25.1%) zeros Zeros
ContainmentHealthIndex has 6191 (25.3%) zeros Zeros
ContainmentHealthIndexForDisplay has 6191 (25.3%) zeros Zeros
EconomicSupportIndex has 16069 (65.7%) zeros Zeros
EconomicSupportIndexForDisplay has 16247 (66.4%) zeros Zeros

Variables

CountryName
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count168
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size191.2 KiB
Iraq
 
146
Taiwan
 
146
Lesotho
 
146
Finland
 
146
Central African Republic
 
146
Other values (163)
23727
ValueCountFrequency (%) 
Iraq1460.6%
 
Taiwan1460.6%
 
Lesotho1460.6%
 
Finland1460.6%
 
Central African Republic1460.6%
 
Iran1460.6%
 
Zimbabwe1460.6%
 
Ecuador1460.6%
 
South Africa1460.6%
 
Burkina Faso1460.6%
 
Jamaica1460.6%
 
Indonesia1460.6%
 
Austria1460.6%
 
Afghanistan1460.6%
 
Croatia1460.6%
 
Algeria1460.6%
 
Philippines1460.6%
 
Vietnam1460.6%
 
El Salvador1460.6%
 
Kenya1460.6%
 
Somalia1460.6%
 
Germany1460.6%
 
Congo1460.6%
 
Bahrain1460.6%
 
Kuwait1460.6%
 
Other values (143)2080785.1%
 

Length

Max length28
Median length7
Mean length8.148832645
Min length4

Overview of Unicode Properties

Unique unicode characters52
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a2992115.0%
 
i167248.4%
 
n156027.8%
 
e140107.0%
 
r114685.8%
 
o111685.6%
 
u81704.1%
 
l75863.8%
 
t62723.1%
 
d59833.0%
 
s53892.7%
 
51062.6%
 
m44572.2%
 
g43782.2%
 
b42342.1%
 
c39422.0%
 
S35011.8%
 
h29201.5%
 
y26281.3%
 
B24821.2%
 
p24821.2%
 
C23361.2%
 
A20441.0%
 
M20441.0%
 
z17520.9%
 
Other values (27)2269711.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter16491982.8%
 
Uppercase Letter2912514.6%
 
Space Separator51062.6%
 
Other Punctuation1460.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S350112.0%
 
B24828.5%
 
C23368.0%
 
A20447.0%
 
M20447.0%
 
R16065.5%
 
G16065.5%
 
P14605.0%
 
I14575.0%
 
L13144.5%
 
N13144.5%
 
T12484.3%
 
K11664.0%
 
U10223.5%
 
E10223.5%
 
D7302.5%
 
H5832.0%
 
F4381.5%
 
V4381.5%
 
J4381.5%
 
Z4381.5%
 
O1460.5%
 
Q1460.5%
 
Y1460.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a2992118.1%
 
i1672410.1%
 
n156029.5%
 
e140108.5%
 
r114687.0%
 
o111686.8%
 
u81705.0%
 
l75864.6%
 
t62723.8%
 
d59833.6%
 
s53893.3%
 
m44572.7%
 
g43782.7%
 
b42342.6%
 
c39422.4%
 
h29201.8%
 
y26281.6%
 
p24821.5%
 
z17521.1%
 
w17521.1%
 
k14540.9%
 
v11670.7%
 
f5840.4%
 
j2920.2%
 
q2920.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
5106100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
'146100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin19404497.4%
 
Common52522.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a2992115.4%
 
i167248.6%
 
n156028.0%
 
e140107.2%
 
r114685.9%
 
o111685.8%
 
u81704.2%
 
l75863.9%
 
t62723.2%
 
d59833.1%
 
s53892.8%
 
m44572.3%
 
g43782.3%
 
b42342.2%
 
c39422.0%
 
S35011.8%
 
h29201.5%
 
y26281.4%
 
B24821.3%
 
p24821.3%
 
C23361.2%
 
A20441.1%
 
M20441.1%
 
z17520.9%
 
w17520.9%
 
Other values (25)2079910.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
510697.2%
 
'1462.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII199296100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a2992115.0%
 
i167248.4%
 
n156027.8%
 
e140107.0%
 
r114685.8%
 
o111685.6%
 
u81704.1%
 
l75863.8%
 
t62723.1%
 
d59833.0%
 
s53892.7%
 
51062.6%
 
m44572.2%
 
g43782.2%
 
b42342.1%
 
c39422.0%
 
S35011.8%
 
h29201.5%
 
y26281.3%
 
B24821.2%
 
p24821.2%
 
C23361.2%
 
A20441.0%
 
M20441.0%
 
z17520.9%
 
Other values (27)2269711.4%
 

CountryCode
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count168
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size191.2 KiB
AUT
 
146
ZAF
 
146
NAM
 
146
CAN
 
146
PRY
 
146
Other values (163)
23727
ValueCountFrequency (%) 
AUT1460.6%
 
ZAF1460.6%
 
NAM1460.6%
 
CAN1460.6%
 
PRY1460.6%
 
UGA1460.6%
 
BHR1460.6%
 
SSD1460.6%
 
MRT1460.6%
 
NPL1460.6%
 
TWN1460.6%
 
PRI1460.6%
 
OMN1460.6%
 
PER1460.6%
 
COL1460.6%
 
MOZ1460.6%
 
LSO1460.6%
 
AGO1460.6%
 
GEO1460.6%
 
DNK1460.6%
 
KAZ1460.6%
 
BFA1460.6%
 
ETH1460.6%
 
QAT1460.6%
 
JAM1460.6%
 
Other values (143)2080785.1%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters26
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
R61318.4%
 
A58408.0%
 
N51107.0%
 
S46086.3%
 
B45236.2%
 
M43746.0%
 
L40255.5%
 
G36495.0%
 
E35044.8%
 
U33584.6%
 
C30664.2%
 
T30004.1%
 
D27743.8%
 
O26283.6%
 
I26283.6%
 
P23363.2%
 
Z20442.8%
 
H18972.6%
 
K18902.6%
 
Y14602.0%
 
W13141.8%
 
V11681.6%
 
F8761.2%
 
J5840.8%
 
Q2920.4%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter73371100.0%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
R61318.4%
 
A58408.0%
 
N51107.0%
 
S46086.3%
 
B45236.2%
 
M43746.0%
 
L40255.5%
 
G36495.0%
 
E35044.8%
 
U33584.6%
 
C30664.2%
 
T30004.1%
 
D27743.8%
 
O26283.6%
 
I26283.6%
 
P23363.2%
 
Z20442.8%
 
H18972.6%
 
K18902.6%
 
Y14602.0%
 
W13141.8%
 
V11681.6%
 
F8761.2%
 
J5840.8%
 
Q2920.4%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin73371100.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
R61318.4%
 
A58408.0%
 
N51107.0%
 
S46086.3%
 
B45236.2%
 
M43746.0%
 
L40255.5%
 
G36495.0%
 
E35044.8%
 
U33584.6%
 
C30664.2%
 
T30004.1%
 
D27743.8%
 
O26283.6%
 
I26283.6%
 
P23363.2%
 
Z20442.8%
 
H18972.6%
 
K18902.6%
 
Y14602.0%
 
W13141.8%
 
V11681.6%
 
F8761.2%
 
J5840.8%
 
Q2920.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
R61318.4%
 
A58408.0%
 
N51107.0%
 
S46086.3%
 
B45236.2%
 
M43746.0%
 
L40255.5%
 
G36495.0%
 
E35044.8%
 
U33584.6%
 
C30664.2%
 
T30004.1%
 
D27743.8%
 
O26283.6%
 
I26283.6%
 
P23363.2%
 
Z20442.8%
 
H18972.6%
 
K18902.6%
 
Y14602.0%
 
W13141.8%
 
V11681.6%
 
F8761.2%
 
J5840.8%
 
Q2920.4%
 

Date
Real number (ℝ≥0)

Distinct count146
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20200307.751073312
Minimum20200101
Maximum20200525
Zeros0
Zeros (%)0.0%
Memory size191.2 KiB

Quantile statistics

Minimum20200101
5-th percentile20200108
Q120200206
median20200314
Q320200419
95-th percentile20200518
Maximum20200525
Range424
Interquartile range (IQR)213

Descriptive statistics

Standard deviation138.6020523
Coefficient of variation (CV)6.861383201e-06
Kurtosis-1.261885204
Mean20200307.75
Median Absolute Deviation (MAD)107
Skewness0.02972903922
Sum4.940389267e+11
Variance19210.52889
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
202001031680.7%
 
202004301680.7%
 
202005161680.7%
 
202004151680.7%
 
202005111680.7%
 
202001101680.7%
 
202004201680.7%
 
202004041680.7%
 
202003241680.7%
 
202004141680.7%
 
202005101680.7%
 
202003251680.7%
 
202001091680.7%
 
202001161680.7%
 
202005171680.7%
 
202005011680.7%
 
202004211680.7%
 
202004131680.7%
 
202004291680.7%
 
202005091680.7%
 
202001151680.7%
 
202005041680.7%
 
202001111680.7%
 
202005121680.7%
 
202003221680.7%
 
Other values (121)2025782.8%
 
ValueCountFrequency (%) 
202001011680.7%
 
202001021680.7%
 
202001031680.7%
 
202001041680.7%
 
202001051680.7%
 
202001061680.7%
 
202001071680.7%
 
202001081680.7%
 
202001091680.7%
 
202001101680.7%
 
ValueCountFrequency (%) 
202005251640.7%
 
202005241660.7%
 
202005231660.7%
 
202005221670.7%
 
202005211670.7%
 
202005201670.7%
 
202005191680.7%
 
202005181680.7%
 
202005171680.7%
 
202005161680.7%
 

C1_School closing
Categorical

HIGH CORRELATION
MISSING

Distinct count4
Unique (%)< 0.1%
Missing895
Missing (%)3.7%
Memory size191.2 KiB
0
12316
3
10416
2
 
700
1
 
130
ValueCountFrequency (%) 
01231650.4%
 
31041642.6%
 
27002.9%
 
11300.5%
 
(Missing)8953.7%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03587848.9%
 
.2356232.1%
 
31041614.2%
 
n17902.4%
 
a8951.2%
 
27001.0%
 
11300.2%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4712464.2%
 
Other Punctuation2356232.1%
 
Lowercase Letter26853.7%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03587876.1%
 
31041622.1%
 
27001.5%
 
11300.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23562100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n179066.7%
 
a89533.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7068696.3%
 
Latin26853.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
03587850.8%
 
.2356233.3%
 
31041614.7%
 
27001.0%
 
11300.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n179066.7%
 
a89533.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03587848.9%
 
.2356232.1%
 
31041614.2%
 
n17902.4%
 
a8951.2%
 
27001.0%
 
11300.2%
 

C1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing13211
Missing (%)54.0%
Memory size191.2 KiB
1
10340
0
 
906
(Missing)
13211
ValueCountFrequency (%) 
11034042.3%
 
09063.7%
 
(Missing)1321154.0%
 

C2_Workplace closing
Categorical

MISSING

Distinct count4
Unique (%)< 0.1%
Missing1055
Missing (%)4.3%
Memory size191.2 KiB
0
13783
3
4439
2
4034
1
 
1146
ValueCountFrequency (%) 
01378356.4%
 
3443918.2%
 
2403416.5%
 
111464.7%
 
(Missing)10554.3%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03718550.7%
 
.2340231.9%
 
344396.1%
 
240345.5%
 
n21102.9%
 
111461.6%
 
a10551.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4680463.8%
 
Other Punctuation2340231.9%
 
Lowercase Letter31654.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03718579.4%
 
344399.5%
 
240348.6%
 
111462.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23402100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n211066.7%
 
a105533.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7020695.7%
 
Latin31654.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
03718553.0%
 
.2340233.3%
 
344396.3%
 
240345.7%
 
111461.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n211066.7%
 
a105533.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03718550.7%
 
.2340231.9%
 
344396.1%
 
240345.5%
 
n21102.9%
 
111461.6%
 
a10551.4%
 

C2_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing14838
Missing (%)60.7%
Memory size191.2 KiB
1
7962
0
 
1657
(Missing)
14838
ValueCountFrequency (%) 
1796232.6%
 
016576.8%
 
(Missing)1483860.7%
 

C3_Cancel public events
Categorical

HIGH CORRELATION
MISSING

Distinct count3
Unique (%)< 0.1%
Missing1031
Missing (%)4.2%
Memory size191.2 KiB
0
12084
2
10620
1
 
722
ValueCountFrequency (%) 
01208449.4%
 
21062043.4%
 
17223.0%
 
(Missing)10314.2%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03551048.4%
 
.2342631.9%
 
21062014.5%
 
n20622.8%
 
a10311.4%
 
17221.0%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4685263.9%
 
Other Punctuation2342631.9%
 
Lowercase Letter30934.2%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03551075.8%
 
21062022.7%
 
17221.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23426100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n206266.7%
 
a103133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7027895.8%
 
Latin30934.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
03551050.5%
 
.2342633.3%
 
21062015.1%
 
17221.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n206266.7%
 
a103133.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03551048.4%
 
.2342631.9%
 
21062014.5%
 
n20622.8%
 
a10311.4%
 
17221.0%
 

C3_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing13115
Missing (%)53.6%
Memory size191.2 KiB
1
10331
0
 
1011
(Missing)
13115
ValueCountFrequency (%) 
11033142.2%
 
010114.1%
 
(Missing)1311553.6%
 

C4_Restrictions on gatherings
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count5
Unique (%)< 0.1%
Missing1022
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean1.4598677192233838
Minimum0.0
Maximum4.0
Zeros13535
Zeros (%)55.3%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.778113715
Coefficient of variation (CV)1.217996461
Kurtosis-1.625424654
Mean1.459867719
Median Absolute Deviation (MAD)0
Skewness0.4928355346
Sum34212
Variance3.161688384
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01353555.3%
 
4584023.9%
 
3308012.6%
 
26322.6%
 
13481.4%
 
(Missing)10224.2%
 
ValueCountFrequency (%) 
01353555.3%
 
13481.4%
 
26322.6%
 
3308012.6%
 
4584023.9%
 
ValueCountFrequency (%) 
4584023.9%
 
3308012.6%
 
26322.6%
 
13481.4%
 
01353555.3%
 

C4_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing14557
Missing (%)59.5%
Memory size191.2 KiB
1
8946
0
 
954
(Missing)
14557
ValueCountFrequency (%) 
1894636.6%
 
09543.9%
 
(Missing)1455759.5%
 

C5_Close public transport
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing1004
Missing (%)4.1%
Memory size191.2 KiB
0
16217
2
3877
1
3359
ValueCountFrequency (%) 
01621766.3%
 
2387715.9%
 
1335913.7%
 
(Missing)10044.1%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03967054.1%
 
.2345332.0%
 
238775.3%
 
133594.6%
 
n20082.7%
 
a10041.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4690663.9%
 
Other Punctuation2345332.0%
 
Lowercase Letter30124.1%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03967084.6%
 
238778.3%
 
133597.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23453100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n200866.7%
 
a100433.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7035995.9%
 
Latin30124.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
03967056.4%
 
.2345333.3%
 
238775.5%
 
133594.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n200866.7%
 
a100433.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03967054.1%
 
.2345332.0%
 
238775.3%
 
133594.6%
 
n20082.7%
 
a10041.4%
 

C5_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing17221
Missing (%)70.4%
Memory size191.2 KiB
1
5530
0
 
1706
(Missing)
17221
ValueCountFrequency (%) 
1553022.6%
 
017067.0%
 
(Missing)1722170.4%
 
Distinct count4
Unique (%)< 0.1%
Missing1024
Missing (%)4.2%
Memory size191.2 KiB
0
14686
2
4730
1
 
2515
3
 
1502
ValueCountFrequency (%) 
01468660.0%
 
2473019.3%
 
1251510.3%
 
315026.1%
 
(Missing)10244.2%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03811952.0%
 
.2343331.9%
 
247306.4%
 
125153.4%
 
n20482.8%
 
315022.0%
 
a10241.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4686663.9%
 
Other Punctuation2343331.9%
 
Lowercase Letter30724.2%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03811981.3%
 
2473010.1%
 
125155.4%
 
315023.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23433100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n204866.7%
 
a102433.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7029995.8%
 
Latin30724.2%
 

Most frequent Common characters

ValueCountFrequency (%) 
03811954.2%
 
.2343333.3%
 
247306.7%
 
125153.6%
 
315022.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n204866.7%
 
a102433.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03811952.0%
 
.2343331.9%
 
247306.4%
 
125153.4%
 
n20482.8%
 
315022.0%
 
a10241.4%
 

C6_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing15710
Missing (%)64.2%
Memory size191.2 KiB
1
6980
0
 
1767
(Missing)
15710
ValueCountFrequency (%) 
1698028.5%
 
017677.2%
 
(Missing)1571064.2%
 
Distinct count3
Unique (%)< 0.1%
Missing1049
Missing (%)4.3%
Memory size191.2 KiB
0
14205
2
7377
1
 
1826
ValueCountFrequency (%) 
01420558.1%
 
2737730.2%
 
118267.5%
 
(Missing)10494.3%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03761351.3%
 
.2340831.9%
 
2737710.1%
 
n20982.9%
 
118262.5%
 
a10491.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4681663.8%
 
Other Punctuation2340831.9%
 
Lowercase Letter31474.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03761380.3%
 
2737715.8%
 
118263.9%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23408100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n209866.7%
 
a104933.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7022495.7%
 
Latin31474.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
03761353.6%
 
.2340833.3%
 
2737710.5%
 
118262.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n209866.7%
 
a104933.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03761351.3%
 
.2340831.9%
 
2737710.1%
 
n20982.9%
 
118262.5%
 
a10491.4%
 

C7_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing15254
Missing (%)62.4%
Memory size191.2 KiB
1
6542
0
 
2661
(Missing)
15254
ValueCountFrequency (%) 
1654226.7%
 
0266110.9%
 
(Missing)1525462.4%
 

C8_International travel controls
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count5
Unique (%)< 0.1%
Missing999
Missing (%)4.1%
Infinite0
Infinite (%)0.0%
Mean1.9534913462358257
Minimum0.0
Maximum4.0
Zeros8937
Zeros (%)36.5%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q34
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)4

Descriptive statistics

Standard deviation1.724938504
Coefficient of variation (CV)0.8830028899
Kurtosis-1.748133419
Mean1.953491346
Median Absolute Deviation (MAD)2
Skewness-0.02334703773
Sum45825
Variance2.975412843
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0893736.5%
 
4702728.7%
 
3435917.8%
 
116306.7%
 
215056.2%
 
(Missing)9994.1%
 
ValueCountFrequency (%) 
0893736.5%
 
116306.7%
 
215056.2%
 
3435917.8%
 
4702728.7%
 
ValueCountFrequency (%) 
4702728.7%
 
3435917.8%
 
215056.2%
 
116306.7%
 
0893736.5%
 

E1_Income support
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing1100
Missing (%)4.5%
Memory size191.2 KiB
0
17802
1
 
3501
2
 
2054
ValueCountFrequency (%) 
01780272.8%
 
1350114.3%
 
220548.4%
 
(Missing)11004.5%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
04115956.1%
 
.2335731.8%
 
135014.8%
 
n22003.0%
 
220542.8%
 
a11001.5%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4671463.7%
 
Other Punctuation2335731.8%
 
Lowercase Letter33004.5%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04115988.1%
 
135017.5%
 
220544.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23357100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n220066.7%
 
a110033.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7007195.5%
 
Latin33004.5%
 

Most frequent Common characters

ValueCountFrequency (%) 
04115958.7%
 
.2335733.3%
 
135015.0%
 
220542.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n220066.7%
 
a110033.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
04115956.1%
 
.2335731.8%
 
135014.8%
 
n22003.0%
 
220542.8%
 
a11001.5%
 

E1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing18902
Missing (%)77.3%
Memory size191.2 KiB
1
 
3051
0
 
2504
(Missing)
18902
ValueCountFrequency (%) 
1305112.5%
 
0250410.2%
 
(Missing)1890277.3%
 

E2_Debt/contract relief
Categorical

HIGH CORRELATION
MISSING

Distinct count3
Unique (%)< 0.1%
Missing1072
Missing (%)4.4%
Memory size191.2 KiB
0
17186
2
3631
1
 
2568
ValueCountFrequency (%) 
01718670.3%
 
2363114.8%
 
1256810.5%
 
(Missing)10724.4%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
04057155.3%
 
.2338531.9%
 
236314.9%
 
125683.5%
 
n21442.9%
 
a10721.5%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4677063.7%
 
Other Punctuation2338531.9%
 
Lowercase Letter32164.4%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04057186.7%
 
236317.8%
 
125685.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23385100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n214466.7%
 
a107233.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7015595.6%
 
Latin32164.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
04057157.8%
 
.2338533.3%
 
236315.2%
 
125683.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n214466.7%
 
a107233.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
04057155.3%
 
.2338531.9%
 
236314.9%
 
125683.5%
 
n21442.9%
 
a10721.5%
 

E3_Fiscal measures
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count346
Unique (%)1.5%
Missing1261
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean425007658.71448916
Minimum0.0
Maximum1957600000000.0
Zeros22789
Zeros (%)93.2%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1.9576e+12
Range1.9576e+12
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.829230912e+10
Coefficient of variation (CV)43.03995175
Kurtosis6942.779269
Mean425007658.7
Median Absolute Deviation (MAD)0
Skewness76.47738144
Sum9.858477652e+12
Variance3.346085731e+20
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02278993.2%
 
10.75220.1%
 
435160.1%
 
312< 0.1%
 
235< 0.1%
 
1e+103< 0.1%
 
16000000003< 0.1%
 
3e+102< 0.1%
 
90000002< 0.1%
 
26000000002< 0.1%
 
76300000002< 0.1%
 
5000000002< 0.1%
 
110000002< 0.1%
 
22< 0.1%
 
160000001< 0.1%
 
5133661< 0.1%
 
3.222331856e+101< 0.1%
 
1788600001< 0.1%
 
320548628.61< 0.1%
 
4.206622671e+101< 0.1%
 
1705344521< 0.1%
 
2740000001< 0.1%
 
1454145001< 0.1%
 
1624601471< 0.1%
 
4970231< 0.1%
 
Other values (321)3211.3%
 
(Missing)12615.2%
 
ValueCountFrequency (%) 
02278993.2%
 
0.191< 0.1%
 
0.751< 0.1%
 
11< 0.1%
 
22< 0.1%
 
312< 0.1%
 
41< 0.1%
 
10.75220.1%
 
235< 0.1%
 
401< 0.1%
 
ValueCountFrequency (%) 
1.9576e+121< 0.1%
 
1.192572826e+121< 0.1%
 
9.90863e+111< 0.1%
 
7.092759225e+111< 0.1%
 
4.526563438e+111< 0.1%
 
4.204525711e+111< 0.1%
 
3.84e+111< 0.1%
 
3.52e+111< 0.1%
 
2.664708984e+111< 0.1%
 
2.4244e+111< 0.1%
 

E4_International support
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count46
Unique (%)0.2%
Missing1398
Missing (%)5.7%
Infinite0
Infinite (%)0.0%
Mean36427276.988064535
Minimum0.0
Maximum834353051822.0
Zeros23008
Zeros (%)94.1%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8.343530518e+11
Range8.343530518e+11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5494533371
Coefficient of variation (CV)150.8356876
Kurtosis23058.72
Mean36427276.99
Median Absolute Deviation (MAD)0
Skewness151.8505199
Sum8.399765801e+11
Variance3.018989696e+19
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02300894.1%
 
50000003< 0.1%
 
200000003< 0.1%
 
300000002< 0.1%
 
10000002< 0.1%
 
31< 0.1%
 
2740000001< 0.1%
 
2581761< 0.1%
 
4100000001< 0.1%
 
1012736.861< 0.1%
 
16000001< 0.1%
 
13000000001< 0.1%
 
28000001< 0.1%
 
8617861< 0.1%
 
2700000001< 0.1%
 
5250000001< 0.1%
 
530000001< 0.1%
 
163749932.51< 0.1%
 
501< 0.1%
 
1000000001< 0.1%
 
1110001< 0.1%
 
180000001< 0.1%
 
100000001< 0.1%
 
400000001< 0.1%
 
8000001< 0.1%
 
Other values (21)210.1%
 
(Missing)13985.7%
 
ValueCountFrequency (%) 
02300894.1%
 
31< 0.1%
 
291< 0.1%
 
501< 0.1%
 
1501< 0.1%
 
1110001< 0.1%
 
2200001< 0.1%
 
2205071< 0.1%
 
2581761< 0.1%
 
4240001< 0.1%
 
ValueCountFrequency (%) 
8.343530518e+111< 0.1%
 
13117544551< 0.1%
 
13000000001< 0.1%
 
5250000001< 0.1%
 
4100000001< 0.1%
 
2813400281< 0.1%
 
2740000001< 0.1%
 
2700000001< 0.1%
 
2250000001< 0.1%
 
1833600001< 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing1064
Missing (%)4.4%
Memory size191.2 KiB
2
13563
0
7854
1
 
1976
ValueCountFrequency (%) 
21356355.5%
 
0785432.1%
 
119768.1%
 
(Missing)10644.4%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03124742.6%
 
.2339331.9%
 
21356318.5%
 
n21282.9%
 
119762.7%
 
a10641.5%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4678663.8%
 
Other Punctuation2339331.9%
 
Lowercase Letter31924.4%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03124766.8%
 
21356329.0%
 
119764.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23393100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n212866.7%
 
a106433.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common7017995.6%
 
Latin31924.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
03124744.5%
 
.2339333.3%
 
21356319.3%
 
119762.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n212866.7%
 
a106433.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03124742.6%
 
.2339331.9%
 
21356318.5%
 
n21282.9%
 
119762.7%
 
a10641.5%
 

H1_Flag
Boolean

MISSING

Distinct count2
Unique (%)< 0.1%
Missing8918
Missing (%)36.5%
Memory size191.2 KiB
1
15278
0
 
261
(Missing)
8918
ValueCountFrequency (%) 
11527862.5%
 
02611.1%
 
(Missing)891836.5%
 

H2_Testing policy
Categorical

MISSING

Distinct count4
Unique (%)< 0.1%
Missing1199
Missing (%)4.9%
Memory size191.2 KiB
0
10037
1
7970
2
3872
3
 
1379
ValueCountFrequency (%) 
01003741.0%
 
1797032.6%
 
2387215.8%
 
313795.6%
 
(Missing)11994.9%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters7
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03329545.4%
 
.2325831.7%
 
1797010.9%
 
238725.3%
 
n23983.3%
 
313791.9%
 
a11991.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4651663.4%
 
Other Punctuation2325831.7%
 
Lowercase Letter35974.9%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03329571.6%
 
1797017.1%
 
238728.3%
 
313793.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23258100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n239866.7%
 
a119933.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common6977495.1%
 
Latin35974.9%
 

Most frequent Common characters

ValueCountFrequency (%) 
03329547.7%
 
.2325833.3%
 
1797011.4%
 
238725.5%
 
313792.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n239866.7%
 
a119933.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03329545.4%
 
.2325831.7%
 
1797010.9%
 
238725.3%
 
n23983.3%
 
313791.9%
 
a11991.6%
 

H3_Contact tracing
Categorical

MISSING

Distinct count3
Unique (%)< 0.1%
Missing1167
Missing (%)4.8%
Memory size191.2 KiB
0
11718
2
6347
1
5225
ValueCountFrequency (%) 
01171847.9%
 
2634726.0%
 
1522521.4%
 
(Missing)11674.8%
 

Length

Max length3
Median length3
Mean length3
Min length3

Overview of Unicode Properties

Unique unicode characters6
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
03500847.7%
 
.2329031.7%
 
263478.7%
 
152257.1%
 
n23343.2%
 
a11671.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number4658063.5%
 
Other Punctuation2329031.7%
 
Lowercase Letter35014.8%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03500875.2%
 
2634713.6%
 
1522511.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.23290100.0%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n233466.7%
 
a116733.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Common6987095.2%
 
Latin35014.8%
 

Most frequent Common characters

ValueCountFrequency (%) 
03500850.1%
 
.2329033.3%
 
263479.1%
 
152257.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n233466.7%
 
a116733.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII73371100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
03500847.7%
 
.2329031.7%
 
263478.7%
 
152257.1%
 
n23343.2%
 
a11671.6%
 

H4_Emergency investment in healthcare
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count222
Unique (%)1.0%
Missing1541
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean27661376.259320125
Minimum0.0
Maximum242400000000.0
Zeros22556
Zeros (%)92.2%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum2.424e+11
Range2.424e+11
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1832100890
Coefficient of variation (CV)66.23317918
Kurtosis13857.48591
Mean27661376.26
Median Absolute Deviation (MAD)0
Skewness111.3212013
Sum6.338880984e+11
Variance3.356593672e+18
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02255692.2%
 
35390.2%
 
1600000000320.1%
 
562200.1%
 
37800000200.1%
 
20.710< 0.1%
 
378400005< 0.1%
 
1000000005< 0.1%
 
10000003< 0.1%
 
13< 0.1%
 
250000003< 0.1%
 
5000002< 0.1%
 
19512< 0.1%
 
310000002< 0.1%
 
60000002< 0.1%
 
44000002< 0.1%
 
15000002< 0.1%
 
20000002< 0.1%
 
50000002< 0.1%
 
2000000002< 0.1%
 
9.81< 0.1%
 
342319801< 0.1%
 
15000000001< 0.1%
 
7835270001< 0.1%
 
73400000001< 0.1%
 
Other values (197)1970.8%
 
(Missing)15416.3%
 
ValueCountFrequency (%) 
02255692.2%
 
0.031< 0.1%
 
13< 0.1%
 
7.61< 0.1%
 
81< 0.1%
 
9.81< 0.1%
 
20.710< 0.1%
 
35390.2%
 
501< 0.1%
 
562200.1%
 
ValueCountFrequency (%) 
2.424e+111< 0.1%
 
1e+111< 0.1%
 
6.29977238e+101< 0.1%
 
5.7458e+101< 0.1%
 
1.6801e+101< 0.1%
 
1.419e+101< 0.1%
 
73400000001< 0.1%
 
67935000001< 0.1%
 
67000000001< 0.1%
 
64446637131< 0.1%
 

H5_Investment in vaccines
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count42
Unique (%)0.2%
Missing1360
Missing (%)5.6%
Infinite0
Infinite (%)0.0%
Mean273179.46046239766
Minimum0.0
Maximum1390000000.0
Zeros22994
Zeros (%)94.0%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1390000000
Range1390000000
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13955010.82
Coefficient of variation (CV)51.08367516
Kurtosis5636.463336
Mean273179.4605
Median Absolute Deviation (MAD)0
Skewness69.63671529
Sum6309625998
Variance1.947423269e+14
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02299494.0%
 
1430.2%
 
191210.1%
 
1.11< 0.1%
 
2861756091< 0.1%
 
5450000001< 0.1%
 
5449115001< 0.1%
 
254591132.11< 0.1%
 
35672051< 0.1%
 
8120000001< 0.1%
 
586265166.61< 0.1%
 
132056801< 0.1%
 
153000001< 0.1%
 
142500601< 0.1%
 
143222251< 0.1%
 
55438281< 0.1%
 
2469611< 0.1%
 
263425201< 0.1%
 
1067576.521< 0.1%
 
100000001< 0.1%
 
548802441< 0.1%
 
32928151< 0.1%
 
2989616.71< 0.1%
 
17335141< 0.1%
 
2000000001< 0.1%
 
Other values (17)170.1%
 
(Missing)13605.6%
 
ValueCountFrequency (%) 
02299494.0%
 
1430.2%
 
1.11< 0.1%
 
191210.1%
 
2469611< 0.1%
 
1067576.521< 0.1%
 
10856951< 0.1%
 
17335141< 0.1%
 
2989616.71< 0.1%
 
32425051< 0.1%
 
ValueCountFrequency (%) 
13900000001< 0.1%
 
8260000001< 0.1%
 
8120000001< 0.1%
 
586265166.61< 0.1%
 
5450000001< 0.1%
 
5449115001< 0.1%
 
2861756091< 0.1%
 
254591132.11< 0.1%
 
2000000001< 0.1%
 
1903720001< 0.1%
 

M1_Wildcard
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing24457
Missing (%)100.0%
Memory size191.2 KiB

ConfirmedCases
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count5096
Unique (%)31.3%
Missing8165
Missing (%)33.4%
Infinite0
Infinite (%)0.0%
Mean10785.42388902529
Minimum0.0
Maximum1643238.0
Zeros2772
Zeros (%)11.3%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q16
median140
Q31745.25
95-th percentile40521.5
Maximum1643238
Range1643238
Interquartile range (IQR)1739.25

Descriptive statistics

Standard deviation66985.10961
Coefficient of variation (CV)6.210707182
Kurtosis308.4889082
Mean10785.42389
Median Absolute Deviation (MAD)140
Skewness15.93390243
Sum175716126
Variance4487004910
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0277211.3%
 
15032.1%
 
22421.0%
 
32351.0%
 
102030.8%
 
111830.7%
 
71610.7%
 
51480.6%
 
81350.6%
 
41330.5%
 
161320.5%
 
61200.5%
 
191200.5%
 
91040.4%
 
18900.4%
 
24870.4%
 
45850.3%
 
15800.3%
 
12770.3%
 
14690.3%
 
25690.3%
 
13660.3%
 
712490.2%
 
23480.2%
 
22480.2%
 
Other values (5071)1033342.2%
 
(Missing)816533.4%
 
ValueCountFrequency (%) 
0277211.3%
 
15032.1%
 
22421.0%
 
32351.0%
 
41330.5%
 
51480.6%
 
61200.5%
 
71610.7%
 
81350.6%
 
91040.4%
 
ValueCountFrequency (%) 
16432381< 0.1%
 
16226701< 0.1%
 
16014341< 0.1%
 
15772871< 0.1%
 
15518531< 0.1%
 
15285681< 0.1%
 
15085981< 0.1%
 
14867571< 0.1%
 
14678841< 0.1%
 
14433971< 0.1%
 

ConfirmedDeaths
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count1704
Unique (%)10.5%
Missing8165
Missing (%)33.4%
Infinite0
Infinite (%)0.0%
Mean716.1842008347655
Minimum0.0
Maximum97720.0
Zeros6544
Zeros (%)26.8%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q341
95-th percentile2087.8
Maximum97720
Range97720
Interquartile range (IQR)41

Descriptive statistics

Standard deviation4591.091997
Coefficient of variation (CV)6.410490474
Kurtosis185.906234
Mean716.1842008
Median Absolute Deviation (MAD)2
Skewness12.04874139
Sum11668073
Variance21078125.72
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0654426.8%
 
110414.3%
 
25752.4%
 
34471.8%
 
43341.4%
 
73171.3%
 
53111.3%
 
102621.1%
 
62591.1%
 
82331.0%
 
92240.9%
 
121180.5%
 
211050.4%
 
14870.4%
 
11860.4%
 
17820.3%
 
20780.3%
 
15710.3%
 
26670.3%
 
31650.3%
 
19600.2%
 
18590.2%
 
25590.2%
 
13580.2%
 
22570.2%
 
Other values (1679)469319.2%
 
(Missing)816533.4%
 
ValueCountFrequency (%) 
0654426.8%
 
110414.3%
 
25752.4%
 
34471.8%
 
43341.4%
 
53111.3%
 
62591.1%
 
73171.3%
 
82331.0%
 
92240.9%
 
ValueCountFrequency (%) 
977201< 0.1%
 
970871< 0.1%
 
960071< 0.1%
 
947021< 0.1%
 
934391< 0.1%
 
919211< 0.1%
 
903531< 0.1%
 
895621< 0.1%
 
887541< 0.1%
 
875681< 0.1%
 

StringencyIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count155
Unique (%)0.7%
Missing1108
Missing (%)4.5%
Infinite0
Infinite (%)0.0%
Mean38.26306351449741
Minimum0.0
Maximum100.0
Zeros6784
Zeros (%)27.7%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median22.22
Q377.31
95-th percentile93.52
Maximum100
Range100
Interquartile range (IQR)77.31

Descriptive statistics

Standard deviation36.72153468
Coefficient of variation (CV)0.9597123519
Kurtosis-1.602132644
Mean38.26306351
Median Absolute Deviation (MAD)22.22
Skewness0.3002492589
Sum893404.27
Variance1348.471109
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0678427.7%
 
11.1111234.6%
 
13.897423.0%
 
5.567303.0%
 
2.785912.4%
 
19.445872.4%
 
8.335602.3%
 
82.414371.8%
 
16.673731.5%
 
90.743651.5%
 
1003611.5%
 
96.33501.4%
 
73.153381.4%
 
85.193361.4%
 
93.522981.2%
 
78.72891.2%
 
79.632891.2%
 
94.442781.1%
 
75.932501.0%
 
81.482481.0%
 
87.962290.9%
 
52.782290.9%
 
84.262270.9%
 
80.562230.9%
 
87.042180.9%
 
Other values (130)689428.2%
 
(Missing)11084.5%
 
ValueCountFrequency (%) 
0678427.7%
 
2.785912.4%
 
5.567303.0%
 
8.335602.3%
 
9.265< 0.1%
 
10.19380.2%
 
11.1111234.6%
 
12.04150.1%
 
13.897423.0%
 
14.8110< 0.1%
 
ValueCountFrequency (%) 
1003611.5%
 
98.15250.1%
 
97.221330.5%
 
96.33501.4%
 
95.37170.1%
 
94.442781.1%
 
93.522981.2%
 
92.591470.6%
 
92.13360.1%
 
91.67950.4%
 

StringencyIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count155
Unique (%)0.6%
Missing354
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean39.31965564452558
Minimum0.0
Maximum100.0
Zeros6784
Zeros (%)27.7%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median27.78
Q377.78
95-th percentile94.44
Maximum100
Range100
Interquartile range (IQR)77.78

Descriptive statistics

Standard deviation36.7639887
Coefficient of variation (CV)0.9350028146
Kurtosis-1.628406054
Mean39.31965564
Median Absolute Deviation (MAD)27.78
Skewness0.2463880288
Sum947721.66
Variance1351.590865
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0678427.7%
 
11.1111304.6%
 
13.897433.0%
 
5.567303.0%
 
2.785912.4%
 
19.445872.4%
 
8.335602.3%
 
82.414651.9%
 
90.743831.6%
 
1003811.6%
 
96.33731.5%
 
16.673731.5%
 
85.193651.5%
 
73.153591.5%
 
79.633191.3%
 
78.73141.3%
 
93.523091.3%
 
94.442961.2%
 
75.932641.1%
 
81.482541.0%
 
84.262481.0%
 
87.962431.0%
 
87.042351.0%
 
52.782331.0%
 
80.562280.9%
 
Other values (130)733630.0%
 
(Missing)3541.4%
 
ValueCountFrequency (%) 
0678427.7%
 
2.785912.4%
 
5.567303.0%
 
8.335602.3%
 
9.265< 0.1%
 
10.19380.2%
 
11.1111304.6%
 
12.04150.1%
 
13.897433.0%
 
14.8110< 0.1%
 
ValueCountFrequency (%) 
1003811.6%
 
98.15300.1%
 
97.221440.6%
 
96.33731.5%
 
95.37170.1%
 
94.442961.2%
 
93.523091.3%
 
92.591540.6%
 
92.13360.1%
 
91.67950.4%
 

StringencyLegacyIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count232
Unique (%)1.0%
Missing1096
Missing (%)4.5%
Infinite0
Infinite (%)0.0%
Mean40.79624930439621
Minimum0.0
Maximum97.14
Zeros6784
Zeros (%)27.7%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median26.67
Q380.48
95-th percentile94.29
Maximum97.14
Range97.14
Interquartile range (IQR)80.48

Descriptive statistics

Standard deviation37.52582915
Coefficient of variation (CV)0.9198352739
Kurtosis-1.673201849
Mean40.7962493
Median Absolute Deviation (MAD)26.67
Skewness0.2023078894
Sum953041.18
Variance1408.187854
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0678427.7%
 
97.149964.1%
 
14.299413.8%
 
88.817162.9%
 
9.526582.7%
 
85.246182.5%
 
92.386052.5%
 
22.865562.3%
 
2.865312.2%
 
93.575082.1%
 
17.144802.0%
 
94.293371.4%
 
12.383181.3%
 
80.483001.2%
 
202831.2%
 
84.052791.1%
 
18.12651.1%
 
79.292331.0%
 
82.862080.9%
 
76.432080.9%
 
51.431980.8%
 
75.711970.8%
 
8.571830.7%
 
901820.7%
 
74.521770.7%
 
Other values (207)660027.0%
 
(Missing)10964.5%
 
ValueCountFrequency (%) 
0678427.7%
 
2.865312.2%
 
4.76600.2%
 
5.711530.6%
 
8.571830.7%
 
9.526582.7%
 
10.481< 0.1%
 
11.43300.1%
 
12.383181.3%
 
13.336< 0.1%
 
ValueCountFrequency (%) 
97.149964.1%
 
94.293371.4%
 
93.575082.1%
 
92.386052.5%
 
91.43200.1%
 
90.71780.3%
 
901820.7%
 
89.521010.4%
 
88.817162.9%
 
87.86190.1%
 

StringencyLegacyIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count232
Unique (%)1.0%
Missing342
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean41.8690068422144
Minimum0.0
Maximum97.14
Zeros6784
Zeros (%)27.7%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median33.57
Q380.48
95-th percentile94.29
Maximum97.14
Range97.14
Interquartile range (IQR)80.48

Descriptive statistics

Standard deviation37.52979601
Coefficient of variation (CV)0.8963622221
Kurtosis-1.68966133
Mean41.86900684
Median Absolute Deviation (MAD)33.57
Skewness0.1480735086
Sum1009671.1
Variance1408.485589
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0678427.7%
 
97.1410554.3%
 
14.299483.9%
 
88.817573.1%
 
9.526582.7%
 
85.246532.7%
 
92.386222.5%
 
22.865562.3%
 
93.575472.2%
 
2.865312.2%
 
17.144802.0%
 
80.483551.5%
 
94.293451.4%
 
12.383181.3%
 
84.053061.3%
 
202831.2%
 
18.12661.1%
 
79.292451.0%
 
76.432310.9%
 
82.862220.9%
 
51.432050.8%
 
75.712040.8%
 
74.521970.8%
 
901890.8%
 
8.571830.7%
 
Other values (207)697528.5%
 
(Missing)3421.4%
 
ValueCountFrequency (%) 
0678427.7%
 
2.865312.2%
 
4.76600.2%
 
5.711530.6%
 
8.571830.7%
 
9.526582.7%
 
10.481< 0.1%
 
11.43300.1%
 
12.383181.3%
 
13.336< 0.1%
 
ValueCountFrequency (%) 
97.1410554.3%
 
94.293451.4%
 
93.575472.2%
 
92.386222.5%
 
91.43200.1%
 
90.71920.4%
 
901890.8%
 
89.521010.4%
 
88.817573.1%
 
87.86260.1%
 

GovernmentResponseIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count211
Unique (%)0.9%
Missing1205
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean34.326174522621706
Minimum0.0
Maximum96.15
Zeros6150
Zeros (%)25.1%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median23.72
Q367.31
95-th percentile83.33
Maximum96.15
Range96.15
Interquartile range (IQR)67.31

Descriptive statistics

Standard deviation32.18035927
Coefficient of variation (CV)0.9374874923
Kurtosis-1.583171392
Mean34.32617452
Median Absolute Deviation (MAD)23.72
Skewness0.2787149627
Sum798152.21
Variance1035.575523
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0615025.1%
 
3.856812.8%
 
7.696382.6%
 
9.624391.8%
 
5.773891.6%
 
1.923831.6%
 
69.233591.5%
 
68.593061.3%
 
63.462761.1%
 
17.952751.1%
 
75.642731.1%
 
71.152651.1%
 
80.772651.1%
 
66.032511.0%
 
10.262280.9%
 
2.562270.9%
 
77.562240.9%
 
23.722240.9%
 
11.542240.9%
 
14.12240.9%
 
80.132070.8%
 
70.511920.8%
 
65.381900.8%
 
76.921860.8%
 
85.261800.7%
 
Other values (186)999640.9%
 
(Missing)12054.9%
 
ValueCountFrequency (%) 
0615025.1%
 
1.923831.6%
 
2.562270.9%
 
3.856812.8%
 
4.49250.1%
 
5.132< 0.1%
 
5.773891.6%
 
6.411270.5%
 
7.696382.6%
 
8.331680.7%
 
ValueCountFrequency (%) 
96.15410.2%
 
93.59140.1%
 
92.95250.1%
 
92.314< 0.1%
 
91.03600.2%
 
90.381< 0.1%
 
89.74280.1%
 
89.1720.3%
 
88.461050.4%
 
87.82620.3%
 

GovernmentResponseIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count211
Unique (%)0.9%
Missing450
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean35.327828133461075
Minimum0.0
Maximum96.15
Zeros6150
Zeros (%)25.1%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median26.92
Q368.59
95-th percentile83.33
Maximum96.15
Range96.15
Interquartile range (IQR)68.59

Descriptive statistics

Standard deviation32.27304922
Coefficient of variation (CV)0.9135305205
Kurtosis-1.609422169
Mean35.32782813
Median Absolute Deviation (MAD)26.92
Skewness0.2234636134
Sum848115.17
Variance1041.549706
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0615025.1%
 
3.856812.8%
 
7.696382.6%
 
9.624391.8%
 
5.773891.6%
 
1.923831.6%
 
69.233801.6%
 
68.593241.3%
 
63.463121.3%
 
75.642931.2%
 
71.152911.2%
 
80.772891.2%
 
17.952751.1%
 
66.032621.1%
 
77.562431.0%
 
10.262351.0%
 
80.132280.9%
 
2.562270.9%
 
11.542240.9%
 
23.722240.9%
 
14.12240.9%
 
76.922040.8%
 
70.512020.8%
 
65.381990.8%
 
85.261840.8%
 
Other values (186)1050743.0%
 
(Missing)4501.8%
 
ValueCountFrequency (%) 
0615025.1%
 
1.923831.6%
 
2.562270.9%
 
3.856812.8%
 
4.49250.1%
 
5.132< 0.1%
 
5.773891.6%
 
6.411270.5%
 
7.696382.6%
 
8.331680.7%
 
ValueCountFrequency (%) 
96.15480.2%
 
93.59140.1%
 
92.95250.1%
 
92.3111< 0.1%
 
91.03670.3%
 
90.381< 0.1%
 
89.74280.1%
 
89.1790.3%
 
88.461110.5%
 
87.82630.3%
 

ContainmentHealthIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count185
Unique (%)0.8%
Missing1191
Missing (%)4.9%
Infinite0
Infinite (%)0.0%
Mean37.455068340067044
Minimum0.0
Maximum100.0
Zeros6191
Zeros (%)25.3%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median28.03
Q372.73
95-th percentile89.39
Maximum100
Range100
Interquartile range (IQR)72.73

Descriptive statistics

Standard deviation34.51601481
Coefficient of variation (CV)0.9215312195
Kurtosis-1.608883671
Mean37.45506834
Median Absolute Deviation (MAD)28.03
Skewness0.2402384663
Sum871429.62
Variance1191.355278
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0619125.3%
 
4.556482.6%
 
9.096352.6%
 
11.364391.8%
 
753931.6%
 
2.273881.6%
 
6.823841.6%
 
77.273161.3%
 
81.823121.3%
 
71.972991.2%
 
80.32881.2%
 
72.732851.2%
 
79.552781.1%
 
21.212701.1%
 
84.852691.1%
 
83.332571.1%
 
81.062461.0%
 
89.392411.0%
 
3.032351.0%
 
28.032341.0%
 
16.672300.9%
 
12.122260.9%
 
13.642240.9%
 
86.361990.8%
 
93.941890.8%
 
Other values (160)959039.2%
 
(Missing)11914.9%
 
ValueCountFrequency (%) 
0619125.3%
 
2.273881.6%
 
3.032351.0%
 
4.556482.6%
 
5.3250.1%
 
6.062< 0.1%
 
6.823841.6%
 
7.581220.5%
 
9.096352.6%
 
9.851690.7%
 
ValueCountFrequency (%) 
100710.3%
 
96.97720.3%
 
95.45670.3%
 
94.7440.2%
 
93.941890.8%
 
92.42510.2%
 
91.671410.6%
 
91.2910< 0.1%
 
90.911680.7%
 
90.151160.5%
 

ContainmentHealthIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count185
Unique (%)0.8%
Missing437
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean38.47555995004163
Minimum0.0
Maximum100.0
Zeros6191
Zeros (%)25.3%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median31.06
Q373.48
95-th percentile89.39
Maximum100
Range100
Interquartile range (IQR)73.48

Descriptive statistics

Standard deviation34.55855141
Coefficient of variation (CV)0.898194892
Kurtosis-1.630550978
Mean38.47555995
Median Absolute Deviation (MAD)31.06
Skewness0.1858599811
Sum924182.95
Variance1194.293476
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0619125.3%
 
4.556482.6%
 
9.096352.6%
 
11.364391.8%
 
754191.7%
 
2.273881.6%
 
6.823841.6%
 
77.273431.4%
 
81.823221.3%
 
71.973191.3%
 
80.33071.3%
 
72.733061.3%
 
79.552941.2%
 
21.212701.1%
 
84.852691.1%
 
89.392671.1%
 
83.332621.1%
 
81.062601.1%
 
3.032351.0%
 
28.032341.0%
 
12.122331.0%
 
16.672300.9%
 
13.642240.9%
 
86.362230.9%
 
93.942010.8%
 
Other values (160)1011741.4%
 
(Missing)4371.8%
 
ValueCountFrequency (%) 
0619125.3%
 
2.273881.6%
 
3.032351.0%
 
4.556482.6%
 
5.3250.1%
 
6.062< 0.1%
 
6.823841.6%
 
7.581220.5%
 
9.096352.6%
 
9.851690.7%
 
ValueCountFrequency (%) 
100710.3%
 
96.97730.3%
 
95.45810.3%
 
94.7440.2%
 
93.942010.8%
 
92.42510.2%
 
91.671490.6%
 
91.2910< 0.1%
 
90.911800.7%
 
90.151230.5%
 

EconomicSupportIndex
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing1134
Missing (%)4.6%
Infinite0
Infinite (%)0.0%
Mean17.252819105603912
Minimum0.0
Maximum100.0
Zeros16069
Zeros (%)65.7%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q325
95-th percentile75
Maximum100
Range100
Interquartile range (IQR)25

Descriptive statistics

Standard deviation28.84547565
Coefficient of variation (CV)1.67192825
Kurtosis0.7021840189
Mean17.25281911
Median Absolute Deviation (MAD)0
Skewness1.431907459
Sum402387.5
Variance832.0614657
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01606965.7%
 
5019387.9%
 
2511884.9%
 
7510904.5%
 
62.59213.8%
 
37.57212.9%
 
87.55862.4%
 
1005492.2%
 
12.52611.1%
 
(Missing)11344.6%
 
ValueCountFrequency (%) 
01606965.7%
 
12.52611.1%
 
2511884.9%
 
37.57212.9%
 
5019387.9%
 
62.59213.8%
 
7510904.5%
 
87.55862.4%
 
1005492.2%
 
ValueCountFrequency (%) 
1005492.2%
 
87.55862.4%
 
7510904.5%
 
62.59213.8%
 
5019387.9%
 
37.57212.9%
 
2511884.9%
 
12.52611.1%
 
01606965.7%
 

EconomicSupportIndexForDisplay
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing384
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean18.12715490383417
Minimum0.0
Maximum100.0
Zeros16247
Zeros (%)66.4%
Memory size191.2 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q337.5
95-th percentile87.5
Maximum100
Range100
Interquartile range (IQR)37.5

Descriptive statistics

Standard deviation29.37885142
Coefficient of variation (CV)1.620709459
Kurtosis0.4808747621
Mean18.1271549
Median Absolute Deviation (MAD)0
Skewness1.359125586
Sum436375
Variance863.1169109
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
01624766.4%
 
5020918.5%
 
2512685.2%
 
7512084.9%
 
62.59784.0%
 
37.57643.1%
 
87.56382.6%
 
1006052.5%
 
12.52741.1%
 
(Missing)3841.6%
 
ValueCountFrequency (%) 
01624766.4%
 
12.52741.1%
 
2512685.2%
 
37.57643.1%
 
5020918.5%
 
62.59784.0%
 
7512084.9%
 
87.56382.6%
 
1006052.5%
 
ValueCountFrequency (%) 
1006052.5%
 
87.56382.6%
 
7512084.9%
 
62.59784.0%
 
5020918.5%
 
37.57643.1%
 
2512685.2%
 
12.52741.1%
 
01624766.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

CountryNameCountryCodeDateC1_School closingC1_FlagC2_Workplace closingC2_FlagC3_Cancel public eventsC3_FlagC4_Restrictions on gatheringsC4_FlagC5_Close public transportC5_FlagC6_Stay at home requirementsC6_FlagC7_Restrictions on internal movementC7_FlagC8_International travel controlsE1_Income supportE1_FlagE2_Debt/contract reliefE3_Fiscal measuresE4_International supportH1_Public information campaignsH1_FlagH2_Testing policyH3_Contact tracingH4_Emergency investment in healthcareH5_Investment in vaccinesM1_WildcardConfirmedCasesConfirmedDeathsStringencyIndexStringencyIndexForDisplayStringencyLegacyIndexStringencyLegacyIndexForDisplayGovernmentResponseIndexGovernmentResponseIndexForDisplayContainmentHealthIndexContainmentHealthIndexForDisplayEconomicSupportIndexEconomicSupportIndexForDisplay
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Last rows

CountryNameCountryCodeDateC1_School closingC1_FlagC2_Workplace closingC2_FlagC3_Cancel public eventsC3_FlagC4_Restrictions on gatheringsC4_FlagC5_Close public transportC5_FlagC6_Stay at home requirementsC6_FlagC7_Restrictions on internal movementC7_FlagC8_International travel controlsE1_Income supportE1_FlagE2_Debt/contract reliefE3_Fiscal measuresE4_International supportH1_Public information campaignsH1_FlagH2_Testing policyH3_Contact tracingH4_Emergency investment in healthcareH5_Investment in vaccinesM1_WildcardConfirmedCasesConfirmedDeathsStringencyIndexStringencyIndexForDisplayStringencyLegacyIndexStringencyLegacyIndexForDisplayGovernmentResponseIndexGovernmentResponseIndexForDisplayContainmentHealthIndexContainmentHealthIndexForDisplayEconomicSupportIndexEconomicSupportIndexForDisplay
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24448KosovoRKS202005163.01.02.01.02.01.04.01.02.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN944.029.092.5992.5993.5793.5780.1380.1383.3383.3362.562.5
24449KosovoRKS202005173.01.02.01.02.01.04.01.02.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN955.029.092.5992.5993.5793.5780.1380.1383.3383.3362.562.5
24450KosovoRKS202005183.01.02.01.02.01.04.01.01.01.02.01.02.01.04.01.00.02.011920000.00.02.01.01.01.00.00.0NaN955.029.087.0487.0488.8188.8176.2876.2878.7978.7962.562.5
24451KosovoRKS202005193.01.02.01.02.01.04.01.01.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN989.029.087.0487.0488.8188.8176.2876.2878.7978.7962.562.5
24452KosovoRKS202005203.01.02.01.02.01.04.01.01.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN989.029.087.0487.0488.8188.8176.2876.2878.7978.7962.562.5
24453KosovoRKS202005213.01.02.01.02.01.04.01.01.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN1003.029.087.0487.0488.8188.8176.2876.2878.7978.7962.562.5
24454KosovoRKS20200522NaNNaN2.01.02.01.04.01.01.01.02.01.02.01.04.01.00.02.00.00.02.01.01.01.00.00.0NaN1004.029.0NaN87.04NaN88.81NaN76.28NaN78.7962.562.5
24455KosovoRKS20200523NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1025.029.0NaN87.04NaN88.81NaN76.28NaN78.79NaN62.5
24456KosovoRKS20200524NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1032.029.0NaN87.04NaN88.81NaN76.28NaN78.79NaN62.5